Atilla Eryılmaz

1. Asymptotically Tight Steady-State Queue Length Bounds Implied By Drift Conditions
   2011/04/02 by Atilla Eryılmaz, Eryilmaz, Atilla, R. Srikant +1 · 2 citations
   Business, Management and Accounting · Engineering · #Advanced MIMO Systems Optimization #Advanced Queuing Theory Analysis #Advanced Wireless Network Optimization #FOS: Computer and information sciences #FOS: Mathematics #Networking and Internet Architecture (cs.NI) #Probability (math.PR)
2. Combinatorial Multi-Objective Multi-Armed Bandit Problem
   2018/03/11 by Doruk Öner, Öner, Doruk, Altuğ Karakurt +5 · 2 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Reinforcement Learning in Robotics
3. Budget-Constrained Bandits over General Cost and Reward Distributions
   2020/02/29 by Semih Çaycı, Atilla Eryılmaz, Cayci, Semih +3 · 3 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Search Problems #Reinforcement Learning in Robotics
4. Downlink Scheduling over Markovian Fading Channels
   2011/08/18 by Wenzhuo Ouyang, Ouyang, Wenzhuo, Atilla Eryılmaz +3 · 1 citation
   Computer Science · Engineering · #Advanced Wireless Network Optimization #Age of Information Optimization #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Optimization and Search Problems
5. Provably Robust Temporal Difference Learning for Heavy-Tailed Rewards
   2023/06/20 by Semih Çaycı, Cayci, Semih, Atilla Eryılmaz +1 · 2 citations
   Computer Science · #Age of Information Optimization #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics
6. Continuous-Time Multi-Armed Bandits with Controlled Restarts
   2020/06/30 by Semih Çaycı, Atilla Eryılmaz, Cayci, Semih +3 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Diffusion and Search Dynamics #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Optimization and Search Problems
7. A Lyapunov-Based Methodology for Constrained Optimization with Bandit Feedback
   2021/06/09 by Semih Çaycı, Yilin Zheng, Cayci, Semih +3 · 1 citation
   Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Optimization and Search Problems #Auction Theory and Applications
8. Scheduling with Rate Adaptation under Incomplete Knowledge of Channel/Estimator Statistics
   2010/08/11 by Wenzhuo Ouyang, Sugumar Murugesan, Ouyang, Wenzhuo +5 · 2 citations
   Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Network Optimization #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Wireless Networks and Protocols
9. SwiftCache: Model-Based Learning for Dynamic Content Caching in CDNs
   2024/02/27 by Bahman Abolhassani, Atilla Eryılmaz, Abolhassani, Bahman +3 · 1 citation
   Computer Science · Engineering · #Caching and Content Delivery #Cooperative Communication and Network Coding #FOS: Mathematics #IPv6, Mobility, Handover, Networks, Security #Optimization and Control (math.OC)
10. Optimal Push and Pull-Based Edge Caching For Dynamic Content
    2024/01/08 by Bahman Abolhassani, John Tadrous, Abolhassani, Bahman +5 · 1 citation
    Computer Science · #Age of Information Optimization #Caching and Content Delivery #FOS: Mathematics #Opportunistic and Delay-Tolerant Networks #Optimization and Control (math.OC)
11. BeST -- A Novel Source Selection Metric for Transfer Learning
    2025/01/19 by Ashutosh Soni, Peizhong Ju, Soni, Ashutosh +5 · 1 citation
    Computer Science · #Speech Recognition and Synthesis
12. Convergence of Gradient Descent for Recurrent Neural Networks: A Nonasymptotic Analysis
    2024/02/19 by Semih Çaycı, Cayci, Semih, Atilla Eryılmaz +1 · 2 citations
    Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Optimization and Control (math.OC)